Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
Metrics
| model_type | accuracy | boyce_cont | roc_auc | tss_max | brier_class |
|---|---|---|---|---|---|
| rf | 0.9571275 | 0.9201743 | 0.9952319 | 0.9681599 | NA |
| bt | 0.7631297 | 0.9328814 | 0.8282935 | 0.5094714 | NA |
| maxnet | 0.6420150 | 0.9727224 | 0.7918354 | 0.4571286 | NA |
| gam | 0.7749196 | 0.9858820 | 0.8041147 | 0.4658170 | 0.1506857 |
| glm | 0.7256163 | 0.7142657 | 0.7215034 | 0.4220921 | 0.1743909 |
Variable Importance